Agent Systems

One Planner To Guide Them All ! Learning Adaptive Conversational Planners for Goal-oriented Dialogues EMNLP 2025 Online Generic Event Boundary Detection ICCV 2025 Online Iterative Self-Alignment for Radiology Report Generation ACL 2025 Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization IJCNLP 2025 Online Reasoning Video Segmentation with Just-in-Time Digital Twins ICCV 2025 Online-to-Offline RL for Agent Alignment ICLR 2025 On the Benefits of Memory for Modeling Time-Dependent PDEs ICLR 2025 On the Fine-Grained Planning Abilities of VLM Web Agents EMNLP 2025 On the Modeling Capabilities of Large Language Models for Sequential Decision Making ICLR 2025 On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents ICML 2025 On the Robustness of Agentic Function Calling NAACL 2025 OpenHands: An Open Platform for AI Software Developers as Generalist Agents ICLR 2025 OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures? ICLR 2025 OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization ACL 2025 Open-World Planning via Lifted Regression with LLM-Inferred Affordances for Embodied Agents ACL 2025 Open-World Skill Discovery from Unsegmented Demonstration Videos ICCV 2025 Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025 OrcaLoca: An LLM Agent Framework for Software Issue Localization ICML 2025 ORMind: A Cognitive-Inspired End-to-End Reasoning Framework for Operations Research ACL 2025 OrQA – Open Data Retrieval for Question Answering dataset generation ACL 2025 OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use ACL 2025 OS-ATLAS: Foundation Action Model for Generalist GUI Agents ICLR 2025 OSCAR: Operating System Control via State-Aware Reasoning and Re-Planning ICLR 2025 OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration EMNLP 2025 OSDA Agent: Leveraging Large Language Models for De Novo Design of Organic Structure Directing Agents ICLR 2025